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Live System Load and Forecast

MISO's public live system-wide load bundle: five-minute actual load, hourly cleared load, and the medium-term hourly forecast.

Native record
publisher snapshot x series x source interval
1-minute snapshots; 5-minute and hourly series publication cadence
Evidence
Mixed evidence
Multiple evidence types kept distinct in the contract
Time basis
Point-in-time records
UTC · event_time

Overview

Filter series before use; the system total must not be copied into local-resource-zone values.

Query contract

Select the latest ingested_at value for each series and source interval. Filter series before comparison or aggregation.

Analysis rules

  • series='actual_five_minute' is observed system load; cleared_hourly and medium_term_forecast are not observed load.
  • event_time is each interval's start. For cleared_hourly and medium_term_forecast, raw_interval is MISO's hour-ending number: 17 is 16:00-17:00 EST, stored at 16:00 EST.

Access

Query from your own tools

Use the guarded HTTP endpoint directly, or connect an MCP client and load the dataset contract with describe_data before calling query_data.

HTTP endpoint
POST /api/v1/datasets/miso_live_load/query

Schema7

Column
Type
event_timeDateTime64(6, 'UTC')
ref_idLowCardinality(String)
seriesLowCardinality(String)
raw_intervalLowCardinality(String)
value_mwNullable(Float64)
raw_record_jsonString
ingested_atDateTime64(6, 'UTC')

Sample data

event_timeref_idseriesraw_intervalvalue_mwraw_record_jsoningested_at
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:45 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:50:06.862110
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:45 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:50:06.862110
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 01:00 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 06:05:06.510481
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:40 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:45:07.034408
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:40 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:45:07.034408
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:35 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:40:06.083205
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 01:00 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 06:05:06.510481
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:35 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:40:06.083205
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:30 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:35:06.000054
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 03:50 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 08:55:06.390689
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 01:05 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 06:10:07.280350
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 08:20 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 13:25:05.193765
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:25 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:30:07.671698
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:25 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:30:07.671698
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 01:05 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 06:10:07.280350
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:20 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:25:05.803684
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 08:20 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 13:25:05.193765
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:30 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:35:06.000054
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 01:15 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 06:20:07.167083
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:20 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:25:05.803684
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:00 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:05:06.239339
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 03:55 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:00:08.217581
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 04:00 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 09:05:06.239339
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 01:15 ESTmedium_term_forecast2467954{"HourEnding":"24","LoadForecast":"67954"}2026-09-27 06:20:07.167083
2026-09-28 04:00:00.00000027-Sep-2026 - Interval 03:55 ESTcleared_hourly2467062{"Hour":"24","Value":"67062"}2026-09-27 09:00:08.217581

Coverage

100.0% complete0 gap days48 days with data
Show coverage history
Coverage: 100.0%Days with data: 48Gaps: 0
2026
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